medxiaorudan's repositories
ColorectalCancer
Frontend project in R Shiny for genetic risk assessment of colorectal cancer. Harnessing population cohort research, this platform analyzes genetic mutations to determine disease susceptibility and inform targeted drug selection.
RCC-VascularMorphClassify
Machine learning project for classification of kidney cancer. Image processing and machine learning is carried out using Python, while Matlab handles advanced feature extraction. The approach uniquely leverages vascular network properties for RCC identification.
GeneRankDetection
A tool for the detection and prediction of breast cancer, with the capability to integrate multiple batches of gene expression data across multiple platforms
Machine-Learning-Study-Path-March-2019
A complete ML study path, focused on TensorFlow and Scikit-Learn
AI-scores-analysis-of-mammography
Analysis of AI scores from the mammography exam
CodeGeneration
Prompt engineering with Langchain and fine-tuning the CodeLlama model. The main aim is to generate task-specific C++ code snippets. Experiment with various prompts and models to create accurate C++ code. Unit test is conducted to validate the correctness and effectiveness of the generated code snippets.
CourseSelect
校园选课系统样本 (a template for course selection system by Ruby on Rails)
LLM_NER_MultiNERD
LLM fine-tuned for Named Entity Recognition in MultiNERD Dataset
MammoScreen
A GUI-based image labeler tailored for images. Facilitates easy loading, viewing, and annotating of images, with an emphasis on radiological screenings
NLP_AMMI_Emotional_Scoring
NLP project utilizing a combination of vector space and LSTM models for emotion prediction
tiler
👷 Build images with images
transnet
Transmission System Network Inference